Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 5358 |
| Missing cells | 241 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 452.2 B |
Variable types
| Numeric | 13 |
|---|---|
| Boolean | 1 |
| Categorical | 7 |
heart_disease is highly imbalanced (67.1%) | Imbalance |
hypertension is highly imbalanced (51.5%) | Imbalance |
stroke is highly imbalanced (55.4%) | Imbalance |
bmi has 241 (4.5%) missing values | Missing |
feat01 has unique values | Unique |
feat02 has unique values | Unique |
feat03 has unique values | Unique |
feat04 has unique values | Unique |
feat05 has unique values | Unique |
feat06 has unique values | Unique |
feat07 has unique values | Unique |
feat08 has unique values | Unique |
feat09 has unique values | Unique |
feat10 has unique values | Unique |
Reproduction
| Analysis started | 2024-03-07 22:26:37.770712 |
|---|---|
| Analysis finished | 2024-03-07 22:26:49.152844 |
| Duration | 11.38 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
age
Real number (ℝ)
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.368481 |
| Minimum | 0.08 |
|---|---|
| Maximum | 82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.08 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 26 |
| median | 46 |
| Q3 | 62 |
| 95-th percentile | 79 |
| Maximum | 82 |
| Range | 81.92 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 22.84083 |
|---|---|
| Coefficient of variation (CV) | 0.51479855 |
| Kurtosis | -0.99640242 |
| Mean | 44.368481 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.18401757 |
| Sum | 237726.32 |
| Variance | 521.7035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 78 | 123 | 2.3% |
| 57 | 106 | 2.0% |
| 79 | 102 | 1.9% |
| 54 | 93 | 1.7% |
| 52 | 92 | 1.7% |
| 51 | 90 | 1.7% |
| 59 | 88 | 1.6% |
| 45 | 88 | 1.6% |
| 80 | 87 | 1.6% |
| 53 | 87 | 1.6% |
| Other values (94) | 4402 |
| Value | Count | Frequency (%) |
| 0.08 | 2 | < 0.1% |
| 0.16 | 3 | |
| 0.24 | 5 | |
| 0.32 | 5 | |
| 0.4 | 2 | < 0.1% |
| 0.48 | 3 | |
| 0.56 | 5 | |
| 0.64 | 4 | |
| 0.72 | 5 | |
| 0.8 | 4 |
| Value | Count | Frequency (%) |
| 82 | 65 | |
| 81 | 74 | |
| 80 | 87 | |
| 79 | 102 | |
| 78 | 123 | |
| 77 | 50 | |
| 76 | 60 | |
| 75 | 59 | |
| 74 | 49 | 0.9% |
| 73 | 50 |
avg_glucose_level
Real number (ℝ)
| Distinct | 4167 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.37692 |
| Minimum | 48.78 |
|---|---|
| Maximum | 271.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 48.78 |
|---|---|
| 5-th percentile | 60.7255 |
| Q1 | 77.335 |
| median | 92.225 |
| Q3 | 115.39 |
| 95-th percentile | 217.7975 |
| Maximum | 271.74 |
| Range | 222.96 |
| Interquartile range (IQR) | 38.055 |
Descriptive statistics
| Standard deviation | 46.576141 |
|---|---|
| Coefficient of variation (CV) | 0.43376306 |
| Kurtosis | 1.406092 |
| Mean | 107.37692 |
| Median Absolute Deviation (MAD) | 17.98 |
| Skewness | 1.5128362 |
| Sum | 575325.54 |
| Variance | 2169.3369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 93.88 | 6 | 0.1% |
| 73 | 5 | 0.1% |
| 91.85 | 5 | 0.1% |
| 78.24 | 5 | 0.1% |
| 84.1 | 5 | 0.1% |
| 91.68 | 5 | 0.1% |
| 72.49 | 5 | 0.1% |
| 83.16 | 5 | 0.1% |
| 90.42 | 4 | 0.1% |
| 114.32 | 4 | 0.1% |
| Other values (4157) | 5309 |
| Value | Count | Frequency (%) |
| 48.78 | 1 | |
| 49.23 | 1 | |
| 52.06 | 1 | |
| 52.54 | 1 | |
| 55.12 | 1 | |
| 55.22 | 1 | |
| 55.23 | 1 | |
| 55.25 | 1 | |
| 55.26 | 1 | |
| 55.27 | 1 |
| Value | Count | Frequency (%) |
| 271.74 | 1 | |
| 269.12 | 1 | |
| 268.02 | 1 | |
| 267.76 | 1 | |
| 267.61 | 1 | |
| 267.6 | 1 | |
| 266.59 | 1 | |
| 263.56 | 1 | |
| 263.32 | 1 | |
| 261.67 | 1 |
bmi
Real number (ℝ)
MISSING 
| Distinct | 418 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 241 |
| Missing (%) | 4.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.95896 |
| Minimum | 10.3 |
|---|---|
| Maximum | 97.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 10.3 |
|---|---|
| 5-th percentile | 17.7 |
| Q1 | 23.7 |
| median | 28.1 |
| Q3 | 33.1 |
| 95-th percentile | 42.92 |
| Maximum | 97.6 |
| Range | 87.3 |
| Interquartile range (IQR) | 9.4 |
Descriptive statistics
| Standard deviation | 7.8036118 |
|---|---|
| Coefficient of variation (CV) | 0.26947141 |
| Kurtosis | 3.3229195 |
| Mean | 28.95896 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | 1.0427852 |
| Sum | 148183 |
| Variance | 60.896357 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.4 | 41 | 0.8% |
| 28.7 | 41 | 0.8% |
| 27.3 | 41 | 0.8% |
| 27.7 | 40 | 0.7% |
| 26.1 | 39 | 0.7% |
| 26.7 | 38 | 0.7% |
| 27.6 | 37 | 0.7% |
| 23.4 | 37 | 0.7% |
| 26.4 | 37 | 0.7% |
| 27 | 37 | 0.7% |
| Other values (408) | 4729 | |
| (Missing) | 241 | 4.5% |
| Value | Count | Frequency (%) |
| 10.3 | 1 | |
| 11.3 | 1 | |
| 11.5 | 1 | |
| 12 | 1 | |
| 12.3 | 1 | |
| 12.8 | 1 | |
| 13 | 1 | |
| 13.2 | 1 | |
| 13.3 | 1 | |
| 13.4 | 1 |
| Value | Count | Frequency (%) |
| 97.6 | 1 | |
| 92 | 1 | |
| 78 | 1 | |
| 71.9 | 1 | |
| 66.8 | 1 | |
| 64.8 | 1 | |
| 64.4 | 1 | |
| 63.3 | 1 | |
| 61.6 | 1 | |
| 61.2 | 1 |
ever_married
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.1 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 3573 | |
| False | 1785 |
feat01
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52513684 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.30794303 |
| Q1 | 0.4335678 |
| median | 0.5259077 |
| Q3 | 0.61569946 |
| 95-th percentile | 0.74025097 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.18213166 |
Descriptive statistics
| Standard deviation | 0.13312093 |
|---|---|
| Coefficient of variation (CV) | 0.25349761 |
| Kurtosis | 0.01484692 |
| Mean | 0.52513684 |
| Median Absolute Deviation (MAD) | 0.09107641 |
| Skewness | 0.006166905 |
| Sum | 2813.6832 |
| Variance | 0.017721183 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.621595254 | 1 | < 0.1% |
| 0.6183524476 | 1 | < 0.1% |
| 0.6691209102 | 1 | < 0.1% |
| 0.1979663495 | 1 | < 0.1% |
| 0.6525026389 | 1 | < 0.1% |
| 0.598753879 | 1 | < 0.1% |
| 0.4919099083 | 1 | < 0.1% |
| 0.6139811207 | 1 | < 0.1% |
| 0.3173576375 | 1 | < 0.1% |
| 0.7485217641 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.05388364358 | 1 | |
| 0.09303162613 | 1 | |
| 0.1040040418 | 1 | |
| 0.1163754095 | 1 | |
| 0.1211733956 | 1 | |
| 0.1224188506 | 1 | |
| 0.1257523209 | 1 | |
| 0.1366062527 | 1 | |
| 0.1407255018 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.984181102 | 1 | |
| 0.9709808517 | 1 | |
| 0.9553925935 | 1 | |
| 0.9398492649 | 1 | |
| 0.9334781765 | 1 | |
| 0.9322174586 | 1 | |
| 0.9308279064 | 1 | |
| 0.9267348392 | 1 | |
| 0.9209119074 | 1 |
feat02
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54666718 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.368617 |
| Q1 | 0.47374563 |
| median | 0.54805112 |
| Q3 | 0.62005467 |
| 95-th percentile | 0.72188342 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.14630904 |
Descriptive statistics
| Standard deviation | 0.10947394 |
|---|---|
| Coefficient of variation (CV) | 0.20025703 |
| Kurtosis | 0.40311174 |
| Mean | 0.54666718 |
| Median Absolute Deviation (MAD) | 0.073399272 |
| Skewness | -0.09831506 |
| Sum | 2929.0428 |
| Variance | 0.011984544 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6635929648 | 1 | < 0.1% |
| 0.66598444 | 1 | < 0.1% |
| 0.5852383768 | 1 | < 0.1% |
| 0.5990650715 | 1 | < 0.1% |
| 0.4675276872 | 1 | < 0.1% |
| 0.4155361275 | 1 | < 0.1% |
| 0.5462785316 | 1 | < 0.1% |
| 0.4295662394 | 1 | < 0.1% |
| 0.5192628732 | 1 | < 0.1% |
| 0.2856893063 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.1310315863 | 1 | |
| 0.1364974554 | 1 | |
| 0.1444300723 | 1 | |
| 0.1566091301 | 1 | |
| 0.1574059949 | 1 | |
| 0.1609613856 | 1 | |
| 0.1614601483 | 1 | |
| 0.1624248336 | 1 | |
| 0.1646659644 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9961262852 | 1 | |
| 0.9342439475 | 1 | |
| 0.9283553296 | 1 | |
| 0.9164246844 | 1 | |
| 0.9102583301 | 1 | |
| 0.8956797273 | 1 | |
| 0.8951763522 | 1 | |
| 0.8929880803 | 1 | |
| 0.891254081 | 1 |
feat03
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99545631 |
| Minimum | 0.14130948 |
|---|---|
| Maximum | 1.825912 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.14130948 |
|---|---|
| 5-th percentile | 0.48472633 |
| Q1 | 0.73702547 |
| median | 0.99734957 |
| Q3 | 1.2524597 |
| 95-th percentile | 1.4991048 |
| Maximum | 1.825912 |
| Range | 1.6846025 |
| Interquartile range (IQR) | 0.51543422 |
Descriptive statistics
| Standard deviation | 0.32016912 |
|---|---|
| Coefficient of variation (CV) | 0.32163051 |
| Kurtosis | -0.86006065 |
| Mean | 0.99545631 |
| Median Absolute Deviation (MAD) | 0.2573103 |
| Skewness | -0.023603625 |
| Sum | 5333.6549 |
| Variance | 0.10250827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.070287519 | 1 | < 0.1% |
| 1.424324095 | 1 | < 0.1% |
| 0.4927195851 | 1 | < 0.1% |
| 0.8661140849 | 1 | < 0.1% |
| 1.205735232 | 1 | < 0.1% |
| 1.34448327 | 1 | < 0.1% |
| 0.9307655188 | 1 | < 0.1% |
| 0.7118831876 | 1 | < 0.1% |
| 0.8222009078 | 1 | < 0.1% |
| 0.6917179792 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0.141309484 | 1 | |
| 0.1863412145 | 1 | |
| 0.187432667 | 1 | |
| 0.1902409092 | 1 | |
| 0.1958973176 | 1 | |
| 0.2094063171 | 1 | |
| 0.2124708912 | 1 | |
| 0.2195362786 | 1 | |
| 0.2344893745 | 1 | |
| 0.2473023577 | 1 |
| Value | Count | Frequency (%) |
| 1.825911995 | 1 | |
| 1.785165513 | 1 | |
| 1.782425796 | 1 | |
| 1.770704951 | 1 | |
| 1.754184163 | 1 | |
| 1.75034002 | 1 | |
| 1.749165374 | 1 | |
| 1.746170831 | 1 | |
| 1.740651478 | 1 | |
| 1.730824923 | 1 |
feat04
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97687495 |
| Minimum | 0.059627079 |
|---|---|
| Maximum | 1.8602682 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.059627079 |
|---|---|
| 5-th percentile | 0.46165402 |
| Q1 | 0.72647465 |
| median | 0.98002301 |
| Q3 | 1.2290659 |
| 95-th percentile | 1.4900795 |
| Maximum | 1.8602682 |
| Range | 1.8006411 |
| Interquartile range (IQR) | 0.50259122 |
Descriptive statistics
| Standard deviation | 0.32102003 |
|---|---|
| Coefficient of variation (CV) | 0.32861937 |
| Kurtosis | -0.74278901 |
| Mean | 0.97687495 |
| Median Absolute Deviation (MAD) | 0.25157407 |
| Skewness | -0.0053176521 |
| Sum | 5234.096 |
| Variance | 0.10305386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.274482792 | 1 | < 0.1% |
| 0.2864485666 | 1 | < 0.1% |
| 0.4963146855 | 1 | < 0.1% |
| 1.055589954 | 1 | < 0.1% |
| 0.6567110023 | 1 | < 0.1% |
| 1.393063741 | 1 | < 0.1% |
| 0.7870504142 | 1 | < 0.1% |
| 0.9017540625 | 1 | < 0.1% |
| 0.6782619824 | 1 | < 0.1% |
| 1.336831757 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0.0596270794 | 1 | |
| 0.09346263189 | 1 | |
| 0.1150778179 | 1 | |
| 0.1171352699 | 1 | |
| 0.1485754403 | 1 | |
| 0.1505095666 | 1 | |
| 0.1623359498 | 1 | |
| 0.1716458787 | 1 | |
| 0.1742476374 | 1 | |
| 0.1751816759 | 1 |
| Value | Count | Frequency (%) |
| 1.860268227 | 1 | |
| 1.840626215 | 1 | |
| 1.792419791 | 1 | |
| 1.778735049 | 1 | |
| 1.771101038 | 1 | |
| 1.759572625 | 1 | |
| 1.750964809 | 1 | |
| 1.749793315 | 1 | |
| 1.747565401 | 1 | |
| 1.730824657 | 1 |
feat05
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0425825 |
| Minimum | 0.21886148 |
|---|---|
| Maximum | 1.8057262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.21886148 |
|---|---|
| 5-th percentile | 0.54433344 |
| Q1 | 0.79979905 |
| median | 1.0427535 |
| Q3 | 1.2960868 |
| 95-th percentile | 1.5403157 |
| Maximum | 1.8057262 |
| Range | 1.5868648 |
| Interquartile range (IQR) | 0.49628771 |
Descriptive statistics
| Standard deviation | 0.31367227 |
|---|---|
| Coefficient of variation (CV) | 0.30086086 |
| Kurtosis | -0.84096529 |
| Mean | 1.0425825 |
| Median Absolute Deviation (MAD) | 0.24736249 |
| Skewness | -0.020832173 |
| Sum | 5586.1571 |
| Variance | 0.098390291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.39072629 | 1 | < 0.1% |
| 0.9691956188 | 1 | < 0.1% |
| 0.7056552744 | 1 | < 0.1% |
| 1.11328646 | 1 | < 0.1% |
| 0.4848288494 | 1 | < 0.1% |
| 1.127301673 | 1 | < 0.1% |
| 1.014182622 | 1 | < 0.1% |
| 1.198664276 | 1 | < 0.1% |
| 0.8169382182 | 1 | < 0.1% |
| 0.8557240435 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0.2188614787 | 1 | |
| 0.2367464905 | 1 | |
| 0.2379913873 | 1 | |
| 0.2472722143 | 1 | |
| 0.249595708 | 1 | |
| 0.2542457215 | 1 | |
| 0.2853861654 | 1 | |
| 0.2898982673 | 1 | |
| 0.2945679715 | 1 | |
| 0.2968461633 | 1 |
| Value | Count | Frequency (%) |
| 1.80572623 | 1 | |
| 1.796663848 | 1 | |
| 1.783563918 | 1 | |
| 1.7742431 | 1 | |
| 1.76792078 | 1 | |
| 1.767622679 | 1 | |
| 1.762110799 | 1 | |
| 1.740363849 | 1 | |
| 1.737065846 | 1 | |
| 1.735609315 | 1 |
feat06
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.960986 |
| Minimum | 0.020592485 |
|---|---|
| Maximum | 1.8525569 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.020592485 |
|---|---|
| 5-th percentile | 0.4562238 |
| Q1 | 0.71309477 |
| median | 0.95703246 |
| Q3 | 1.2127147 |
| 95-th percentile | 1.4719313 |
| Maximum | 1.8525569 |
| Range | 1.8319644 |
| Interquartile range (IQR) | 0.49961993 |
Descriptive statistics
| Standard deviation | 0.31903023 |
|---|---|
| Coefficient of variation (CV) | 0.33198219 |
| Kurtosis | -0.78984216 |
| Mean | 0.960986 |
| Median Absolute Deviation (MAD) | 0.25026804 |
| Skewness | 0.013897199 |
| Sum | 5148.963 |
| Variance | 0.10178029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.096495121 | 1 | < 0.1% |
| 0.8331488576 | 1 | < 0.1% |
| 1.244903861 | 1 | < 0.1% |
| 0.8603875094 | 1 | < 0.1% |
| 0.6479717837 | 1 | < 0.1% |
| 0.6991440993 | 1 | < 0.1% |
| 0.6784443601 | 1 | < 0.1% |
| 1.502761255 | 1 | < 0.1% |
| 1.378929793 | 1 | < 0.1% |
| 1.126531658 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0.02059248516 | 1 | |
| 0.1301524523 | 1 | |
| 0.1402795358 | 1 | |
| 0.1640919546 | 1 | |
| 0.169239146 | 1 | |
| 0.1714024248 | 1 | |
| 0.1862395334 | 1 | |
| 0.1874437828 | 1 | |
| 0.2015040596 | 1 | |
| 0.2136665299 | 1 |
| Value | Count | Frequency (%) |
| 1.852556901 | 1 | |
| 1.793459164 | 1 | |
| 1.772204372 | 1 | |
| 1.757051342 | 1 | |
| 1.751196453 | 1 | |
| 1.731595263 | 1 | |
| 1.730526218 | 1 | |
| 1.729119764 | 1 | |
| 1.727033288 | 1 | |
| 1.720177288 | 1 |
feat07
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97842701 |
| Minimum | 0.10563417 |
|---|---|
| Maximum | 1.8549244 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.10563417 |
|---|---|
| 5-th percentile | 0.46041422 |
| Q1 | 0.72329313 |
| median | 0.97859031 |
| Q3 | 1.2294206 |
| 95-th percentile | 1.4960207 |
| Maximum | 1.8549244 |
| Range | 1.7492902 |
| Interquartile range (IQR) | 0.50612748 |
Descriptive statistics
| Standard deviation | 0.32446318 |
|---|---|
| Coefficient of variation (CV) | 0.33161716 |
| Kurtosis | -0.77657653 |
| Mean | 0.97842701 |
| Median Absolute Deviation (MAD) | 0.25338521 |
| Skewness | 0.0020678352 |
| Sum | 5242.4119 |
| Variance | 0.10527636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.071132479 | 1 | < 0.1% |
| 1.060315247 | 1 | < 0.1% |
| 0.5097454639 | 1 | < 0.1% |
| 0.5706227177 | 1 | < 0.1% |
| 1.133088619 | 1 | < 0.1% |
| 1.377433587 | 1 | < 0.1% |
| 1.27569164 | 1 | < 0.1% |
| 1.195355945 | 1 | < 0.1% |
| 0.848425418 | 1 | < 0.1% |
| 1.265524139 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0.1056341688 | 1 | |
| 0.1355642203 | 1 | |
| 0.1363316521 | 1 | |
| 0.1509909762 | 1 | |
| 0.1694056725 | 1 | |
| 0.1815204809 | 1 | |
| 0.2038740268 | 1 | |
| 0.2071057508 | 1 | |
| 0.2098381893 | 1 | |
| 0.2131277017 | 1 |
| Value | Count | Frequency (%) |
| 1.854924375 | 1 | |
| 1.798845367 | 1 | |
| 1.797420585 | 1 | |
| 1.789366331 | 1 | |
| 1.78809527 | 1 | |
| 1.751375977 | 1 | |
| 1.743423032 | 1 | |
| 1.738613667 | 1 | |
| 1.731347045 | 1 | |
| 1.725448114 | 1 |
feat08
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99493927 |
| Minimum | 0.13911547 |
|---|---|
| Maximum | 1.8986577 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.13911547 |
|---|---|
| 5-th percentile | 0.49299652 |
| Q1 | 0.74173137 |
| median | 0.99089155 |
| Q3 | 1.24932 |
| 95-th percentile | 1.5031658 |
| Maximum | 1.8986577 |
| Range | 1.7595422 |
| Interquartile range (IQR) | 0.50758861 |
Descriptive statistics
| Standard deviation | 0.31836363 |
|---|---|
| Coefficient of variation (CV) | 0.31998298 |
| Kurtosis | -0.78332711 |
| Mean | 0.99493927 |
| Median Absolute Deviation (MAD) | 0.25426443 |
| Skewness | 0.027175865 |
| Sum | 5330.8846 |
| Variance | 0.1013554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.174714983 | 1 | < 0.1% |
| 0.75132993 | 1 | < 0.1% |
| 1.202632119 | 1 | < 0.1% |
| 1.314971234 | 1 | < 0.1% |
| 0.5067394455 | 1 | < 0.1% |
| 0.8743426885 | 1 | < 0.1% |
| 1.232688854 | 1 | < 0.1% |
| 0.4975841887 | 1 | < 0.1% |
| 0.9368459147 | 1 | < 0.1% |
| 1.508995487 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0.1391154654 | 1 | |
| 0.1773982665 | 1 | |
| 0.181149346 | 1 | |
| 0.1982485874 | 1 | |
| 0.207358003 | 1 | |
| 0.2115219569 | 1 | |
| 0.2303711317 | 1 | |
| 0.2377981569 | 1 | |
| 0.2401691765 | 1 | |
| 0.2464290369 | 1 |
| Value | Count | Frequency (%) |
| 1.898657672 | 1 | |
| 1.881526673 | 1 | |
| 1.853972434 | 1 | |
| 1.850176218 | 1 | |
| 1.841998523 | 1 | |
| 1.815863708 | 1 | |
| 1.814892197 | 1 | |
| 1.801268908 | 1 | |
| 1.798640798 | 1 | |
| 1.795521369 | 1 |
feat09
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0225358 |
| Minimum | 0.22015082 |
|---|---|
| Maximum | 1.8351232 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0.22015082 |
|---|---|
| 5-th percentile | 0.51541512 |
| Q1 | 0.77055066 |
| median | 1.0235428 |
| Q3 | 1.270791 |
| 95-th percentile | 1.5279652 |
| Maximum | 1.8351232 |
| Range | 1.6149723 |
| Interquartile range (IQR) | 0.50024037 |
Descriptive statistics
| Standard deviation | 0.31670844 |
|---|---|
| Coefficient of variation (CV) | 0.30972848 |
| Kurtosis | -0.83831311 |
| Mean | 1.0225358 |
| Median Absolute Deviation (MAD) | 0.25024441 |
| Skewness | -0.010658559 |
| Sum | 5478.7466 |
| Variance | 0.10030424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.13074268 | 1 | < 0.1% |
| 0.8225552307 | 1 | < 0.1% |
| 0.8041851051 | 1 | < 0.1% |
| 0.8385903028 | 1 | < 0.1% |
| 1.303899949 | 1 | < 0.1% |
| 0.8547019059 | 1 | < 0.1% |
| 1.067979556 | 1 | < 0.1% |
| 0.9511797321 | 1 | < 0.1% |
| 0.7746973688 | 1 | < 0.1% |
| 0.7328872253 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0.2201508232 | 1 | |
| 0.2407530786 | 1 | |
| 0.244268671 | 1 | |
| 0.2445341141 | 1 | |
| 0.251263091 | 1 | |
| 0.2555038524 | 1 | |
| 0.2669598588 | 1 | |
| 0.2677980381 | 1 | |
| 0.2817727676 | 1 | |
| 0.2842435725 | 1 |
| Value | Count | Frequency (%) |
| 1.835123154 | 1 | |
| 1.815400124 | 1 | |
| 1.800039598 | 1 | |
| 1.776735975 | 1 | |
| 1.772870674 | 1 | |
| 1.767963665 | 1 | |
| 1.763823876 | 1 | |
| 1.759082281 | 1 | |
| 1.758535892 | 1 | |
| 1.752460018 | 1 |
feat10
Real number (ℝ)
UNIQUE 
| Distinct | 5358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51703219 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 83.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.28798434 |
| Q1 | 0.42597484 |
| median | 0.51842631 |
| Q3 | 0.61000856 |
| 95-th percentile | 0.74493443 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.18403372 |
Descriptive statistics
| Standard deviation | 0.13826758 |
|---|---|
| Coefficient of variation (CV) | 0.26742547 |
| Kurtosis | -0.043330428 |
| Mean | 0.51703219 |
| Median Absolute Deviation (MAD) | 0.091955584 |
| Skewness | -0.030869179 |
| Sum | 2770.2585 |
| Variance | 0.019117923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4157735761 | 1 | < 0.1% |
| 0.5545951337 | 1 | < 0.1% |
| 0.5803654828 | 1 | < 0.1% |
| 0.6813921396 | 1 | < 0.1% |
| 0.5547833326 | 1 | < 0.1% |
| 0.4954541523 | 1 | < 0.1% |
| 0.3329628246 | 1 | < 0.1% |
| 0.5652775097 | 1 | < 0.1% |
| 0.2997003504 | 1 | < 0.1% |
| 0.3508994319 | 1 | < 0.1% |
| Other values (5348) | 5348 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.05376063323 | 1 | |
| 0.07430672799 | 1 | |
| 0.08950969336 | 1 | |
| 0.09527340946 | 1 | |
| 0.09976323485 | 1 | |
| 0.1001849797 | 1 | |
| 0.10785847 | 1 | |
| 0.1108569005 | 1 | |
| 0.1124764764 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9797258517 | 1 | |
| 0.9525800705 | 1 | |
| 0.9463239261 | 1 | |
| 0.9397973314 | 1 | |
| 0.9266304652 | 1 | |
| 0.9202036788 | 1 | |
| 0.9194938413 | 1 | |
| 0.9122792317 | 1 | |
| 0.8956886274 | 1 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 367.2 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1702128 |
| Min length | 4 |
Characters and Unicode
| Total characters | 27702 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 3135 | |
| Male | 2223 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 3135 | |
| male | 2223 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8493 | |
| a | 5358 | |
| l | 5358 | |
| F | 3135 | 11.3% |
| m | 3135 | 11.3% |
| M | 2223 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22344 | |
| Uppercase Letter | 5358 | 19.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8493 | |
| a | 5358 | |
| l | 5358 | |
| m | 3135 | 14.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 3135 | |
| M | 2223 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27702 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8493 | |
| a | 5358 | |
| l | 5358 | |
| F | 3135 | 11.3% |
| m | 3135 | 11.3% |
| M | 2223 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27702 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8493 | |
| a | 5358 | |
| l | 5358 | |
| F | 3135 | 11.3% |
| m | 3135 | 11.3% |
| M | 2223 | 8.0% |
heart_disease
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.3 KiB |
| 0 | |
|---|---|
| 1 | 323 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5358 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5035 | |
| 1 | 323 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5035 | |
| 1 | 323 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5035 | |
| 1 | 323 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5358 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5035 | |
| 1 | 323 | 6.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5358 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5035 | |
| 1 | 323 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5035 | |
| 1 | 323 | 6.0% |
hypertension
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5358 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4794 | |
| 1 | 564 | 10.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4794 | |
| 1 | 564 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4794 | |
| 1 | 564 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5358 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4794 | |
| 1 | 564 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5358 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4794 | |
| 1 | 564 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4794 | |
| 1 | 564 | 10.5% |
residence_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 366.3 KiB |
| Urban | |
|---|---|
| Rural |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 26790 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Rural |
| 3rd row | Rural |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2731 | |
| Rural | 2627 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| urban | 2731 | |
| rural | 2627 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 5358 | |
| a | 5358 | |
| U | 2731 | |
| b | 2731 | |
| n | 2731 | |
| R | 2627 | |
| u | 2627 | |
| l | 2627 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21432 | |
| Uppercase Letter | 5358 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 5358 | |
| a | 5358 | |
| b | 2731 | |
| n | 2731 | |
| u | 2627 | |
| l | 2627 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2731 | |
| R | 2627 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26790 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 5358 | |
| a | 5358 | |
| U | 2731 | |
| b | 2731 | |
| n | 2731 | |
| R | 2627 | |
| u | 2627 | |
| l | 2627 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26790 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 5358 | |
| a | 5358 | |
| U | 2731 | |
| b | 2731 | |
| n | 2731 | |
| R | 2627 | |
| u | 2627 | |
| l | 2627 |
smoking_status
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 393.1 KiB |
| never smoked | |
|---|---|
| Unknown | |
| formerly smoked | |
| smokes |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 10.118888 |
| Min length | 6 |
Characters and Unicode
| Total characters | 54217 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | formerly smoked |
|---|---|
| 2nd row | never smoked |
| 3rd row | Unknown |
| 4th row | never smoked |
| 5th row | smokes |
Common Values
| Value | Count | Frequency (%) |
| never smoked | 1982 | |
| Unknown | 1591 | |
| formerly smoked | 954 | |
| smokes | 831 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| smoked | 2936 | |
| never | 1982 | |
| unknown | 1591 | |
| formerly | 954 | 11.5% |
| smokes | 831 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8685 | |
| n | 6755 | |
| o | 6312 | |
| k | 5358 | |
| m | 4721 | |
| s | 4598 | |
| r | 3890 | |
| 2936 | 5.4% | |
| d | 2936 | 5.4% |
| v | 1982 | 3.7% |
| Other values (5) | 6044 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 49690 | |
| Space Separator | 2936 | 5.4% |
| Uppercase Letter | 1591 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8685 | |
| n | 6755 | |
| o | 6312 | |
| k | 5358 | |
| m | 4721 | |
| s | 4598 | |
| r | 3890 | |
| d | 2936 | 5.9% |
| v | 1982 | 4.0% |
| w | 1591 | 3.2% |
| Other values (3) | 2862 | 5.8% |
Space Separator
| Value | Count | Frequency (%) |
| 2936 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 1591 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 51281 | |
| Common | 2936 | 5.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8685 | |
| n | 6755 | |
| o | 6312 | |
| k | 5358 | |
| m | 4721 | |
| s | 4598 | |
| r | 3890 | |
| d | 2936 | 5.7% |
| v | 1982 | 3.9% |
| U | 1591 | 3.1% |
| Other values (4) | 4453 |
Common
| Value | Count | Frequency (%) |
| 2936 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54217 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8685 | |
| n | 6755 | |
| o | 6312 | |
| k | 5358 | |
| m | 4721 | |
| s | 4598 | |
| r | 3890 | |
| 2936 | 5.4% | |
| d | 2936 | 5.4% |
| v | 1982 | 3.7% |
| Other values (5) | 6044 |
stroke
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 345.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5358 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4860 | |
| 1 | 498 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4860 | |
| 1 | 498 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4860 | |
| 1 | 498 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5358 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4860 | |
| 1 | 498 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5358 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4860 | |
| 1 | 498 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4860 | |
| 1 | 498 | 9.3% |
work_type
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 383.4 KiB |
| Private | |
|---|---|
| Self-employed | |
| Govt_job | |
| children | |
| Never_worked | 22 |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 8.2678238 |
| Min length | 7 |
Characters and Unicode
| Total characters | 44299 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private |
|---|---|
| 2nd row | Private |
| 3rd row | Private |
| 4th row | Self-employed |
| 5th row | Private |
Common Values
| Value | Count | Frequency (%) |
| Private | 3073 | |
| Self-employed | 884 | 16.5% |
| Govt_job | 690 | 12.9% |
| children | 689 | 12.9% |
| Never_worked | 22 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| private | 3073 | |
| self-employed | 884 | 16.5% |
| govt_job | 690 | 12.9% |
| children | 689 | 12.9% |
| never_worked | 22 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6480 | |
| r | 3806 | 8.6% |
| v | 3785 | 8.5% |
| t | 3763 | 8.5% |
| i | 3762 | 8.5% |
| P | 3073 | 6.9% |
| a | 3073 | 6.9% |
| l | 2457 | 5.5% |
| o | 2286 | 5.2% |
| d | 1595 | 3.6% |
| Other values (16) | 10219 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38034 | |
| Uppercase Letter | 4669 | 10.5% |
| Dash Punctuation | 884 | 2.0% |
| Connector Punctuation | 712 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6480 | |
| r | 3806 | |
| v | 3785 | |
| t | 3763 | |
| i | 3762 | |
| a | 3073 | |
| l | 2457 | 6.5% |
| o | 2286 | 6.0% |
| d | 1595 | 4.2% |
| f | 884 | 2.3% |
| Other values (10) | 6143 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 3073 | |
| S | 884 | 18.9% |
| G | 690 | 14.8% |
| N | 22 | 0.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 884 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 712 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 42703 | |
| Common | 1596 | 3.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6480 | |
| r | 3806 | |
| v | 3785 | |
| t | 3763 | |
| i | 3762 | |
| P | 3073 | 7.2% |
| a | 3073 | 7.2% |
| l | 2457 | 5.8% |
| o | 2286 | 5.4% |
| d | 1595 | 3.7% |
| Other values (14) | 8623 |
Common
| Value | Count | Frequency (%) |
| - | 884 | |
| _ | 712 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44299 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6480 | |
| r | 3806 | 8.6% |
| v | 3785 | 8.5% |
| t | 3763 | 8.5% |
| i | 3762 | 8.5% |
| P | 3073 | 6.9% |
| a | 3073 | 6.9% |
| l | 2457 | 5.5% |
| o | 2286 | 5.2% |
| d | 1595 | 3.6% |
| Other values (16) | 10219 |
| age | avg_glucose_level | bmi | ever_married | feat01 | feat02 | feat03 | feat04 | feat05 | feat06 | feat07 | feat08 | feat09 | feat10 | gender | heart_disease | hypertension | residence_type | smoking_status | stroke | work_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 43.0000 | 92.7100 | 30.5000 | Yes | 0.6216 | 0.6636 | 1.0703 | 1.2745 | 1.3907 | 1.0965 | 1.0711 | 1.1747 | 1.1307 | 0.4158 | Male | 0 | 0 | Urban | formerly smoked | 0 | Private |
| 1 | 59.0000 | 93.9000 | 42.2000 | Yes | 0.2858 | 0.4051 | 1.2722 | 0.9503 | 1.5604 | 1.1508 | 1.1103 | 0.9100 | 0.5848 | 0.5955 | Male | 0 | 0 | Rural | never smoked | 0 | Private |
| 2 | 25.0000 | 92.1400 | 36.2000 | Yes | 0.6959 | 0.4963 | 1.4668 | 1.0263 | 0.5139 | 1.0408 | 0.8699 | 1.5253 | 0.8223 | 0.1276 | Male | 0 | 0 | Rural | Unknown | 0 | Private |
| 3 | 74.0000 | 205.8400 | 54.6000 | Yes | 0.7181 | 0.4085 | 0.6438 | 0.8952 | 0.9654 | 0.8913 | 1.4991 | 1.4003 | 1.2426 | 0.3291 | Female | 0 | 1 | Urban | never smoked | 0 | Self-employed |
| 4 | 34.0000 | 79.8000 | 37.4000 | Yes | 0.4722 | 0.4638 | 1.1612 | 1.3084 | 0.8025 | 1.5714 | 0.3185 | 1.5124 | 1.3106 | 0.3367 | Female | 0 | 0 | Urban | smokes | 0 | Private |
| 5 | 66.0000 | 94.3900 | 29.4000 | Yes | 0.5683 | 0.8161 | 0.7998 | 1.0050 | 1.7967 | 0.9104 | 0.6907 | 1.3538 | 0.8311 | 0.6047 | Female | 0 | 0 | Urban | Unknown | 0 | Self-employed |
| 6 | 22.0000 | 130.3400 | 22.0000 | No | 0.5194 | 0.7308 | 0.5078 | 1.0883 | 1.4452 | 0.5142 | 0.5601 | 1.1694 | 0.7324 | 0.8311 | Female | 0 | 0 | Urban | never smoked | 0 | Private |
| 7 | 38.0000 | 91.0000 | 33.3000 | Yes | 0.7014 | 0.6276 | 1.2991 | 0.7849 | 1.0040 | 1.0411 | 1.4238 | 1.4478 | 0.7040 | 0.4213 | Female | 0 | 1 | Urban | never smoked | 0 | Self-employed |
| 8 | 69.0000 | 83.5500 | 28.3000 | Yes | 0.7674 | 0.4518 | 0.5863 | 1.1598 | 1.1542 | 1.3561 | 1.6339 | 1.0339 | 1.4537 | 0.3591 | Female | 0 | 0 | Urban | formerly smoked | 0 | Self-employed |
| 9 | 52.0000 | 69.1100 | 35.2000 | Yes | 0.4092 | 0.4864 | 0.7351 | 1.0246 | 1.1064 | 1.5312 | 1.2004 | 0.6182 | 1.3481 | 0.5376 | Female | 0 | 0 | Rural | never smoked | 0 | Govt_job |
| age | avg_glucose_level | bmi | ever_married | feat01 | feat02 | feat03 | feat04 | feat05 | feat06 | feat07 | feat08 | feat09 | feat10 | gender | heart_disease | hypertension | residence_type | smoking_status | stroke | work_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5349 | 72.0000 | 131.4100 | 28.4000 | Yes | 0.4966 | 0.3856 | 0.6037 | 0.9379 | 0.6754 | 0.8001 | 0.3777 | 0.4318 | 0.8586 | 0.6931 | Female | 0 | 0 | Urban | never smoked | 1 | Govt_job |
| 5350 | 16.0000 | 135.8200 | 35.1000 | No | 0.4240 | 0.5254 | 0.7192 | 1.4051 | 1.2213 | 1.3118 | 1.5229 | 0.8264 | 1.4331 | 0.6730 | Male | 0 | 0 | Urban | never smoked | 0 | children |
| 5351 | 37.0000 | 176.4200 | 39.7000 | Yes | 0.4585 | 0.3873 | 1.3247 | 1.2535 | 1.3669 | 0.8979 | 1.3324 | 0.6505 | 1.4935 | 0.5878 | Male | 0 | 0 | Urban | Unknown | 0 | Private |
| 5352 | 53.0000 | 113.7400 | 31.6000 | Yes | 0.7391 | 0.4111 | 1.5847 | 0.9578 | 1.1459 | 1.2221 | 1.3489 | 1.2901 | 1.1788 | 0.4702 | Female | 0 | 0 | Urban | smokes | 0 | Self-employed |
| 5353 | 25.0000 | 119.9600 | 27.7000 | Yes | 0.5129 | 0.5518 | 1.2143 | 1.3655 | 1.3347 | 0.7700 | 0.8244 | 1.4707 | 1.1849 | 0.5868 | Male | 0 | 0 | Rural | never smoked | 0 | Private |
| 5354 | 62.0000 | 98.0500 | 27.9000 | Yes | 0.6588 | 0.4631 | 1.1928 | 0.8352 | 1.0432 | 0.6192 | 1.0360 | 1.2921 | 0.7789 | 0.5882 | Female | 0 | 0 | Rural | never smoked | 0 | Private |
| 5355 | 78.0000 | 244.9700 | NaN | Yes | 0.2496 | 0.4180 | 0.8447 | 0.7113 | 1.8057 | 0.9754 | 1.4241 | 0.7072 | 0.8729 | 0.4280 | Male | 0 | 0 | Urban | formerly smoked | 1 | Private |
| 5356 | 56.0000 | 227.0400 | 23.0000 | Yes | 0.5955 | 0.6009 | 1.2593 | 0.2409 | 1.0876 | 1.0405 | 1.3555 | 1.3512 | 1.0232 | 0.7545 | Female | 0 | 0 | Rural | smokes | 0 | Private |
| 5357 | 77.0000 | 190.6900 | 31.4000 | Yes | 0.3484 | 0.2541 | 0.9378 | 0.6646 | 1.4418 | 0.9439 | 1.1336 | 1.0762 | 1.1184 | 0.5017 | Female | 0 | 0 | Rural | never smoked | 1 | Govt_job |
| 5358 | 40.0000 | 65.4700 | 24.1000 | Yes | 0.6088 | 0.5298 | 0.8314 | 0.8140 | 1.2363 | 0.9405 | 0.4219 | 1.1413 | 1.0434 | 0.8551 | Female | 0 | 0 | Rural | smokes | 0 | Private |